Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-12 0.269457 0.302632 0.339898 0.385185 0.439168 0.502013 0.581540
2025-01-19 0.210503 0.252113 0.303320 0.372224 0.464525 0.586998 0.767438
2025-01-26 0.188188 0.236782 0.301030 0.395068 0.534533 0.743511 1.102294
2025-02-02 0.178093 0.233667 0.311856 0.435338 0.637043 0.978713 1.672183
2025-02-09 0.166147 0.225207 0.312490 0.459191 0.719491 1.212289 2.391947
2025-02-16 0.154780 0.215445 0.308819 0.474309 0.790250 1.453759 3.330987
2025-02-23 0.142678 0.202732 0.298162 0.474671 0.832776 1.655929 4.382713
2025-03-02 0.127677 0.183706 0.274504 0.446982 0.810809 1.698818 4.988944
2025-03-09 0.117835 0.171899 0.261435 0.436685 0.823229 1.836045 6.156293
2025-03-16 0.109753 0.162153 0.250693 0.428941 0.839299 1.992994 7.711985
2025-03-23 0.104797 0.157107 0.247578 0.435849 0.892228 2.293554 10.820789
2025-03-30 0.097332 0.147150 0.234483 0.419797 0.883129 2.385844 12.887709
2025-04-06 0.089510 0.136344 0.219446 0.398915 0.860548 2.436873 15.099935
2025-04-13 0.082998 0.127434 0.207303 0.383083 0.849417 2.536151 18.560388
2025-04-20 0.081605 0.127432 0.212105 0.406273 0.958082 3.240622 37.344879
2025-04-27 0.082027 0.130703 0.223682 0.447987 1.144209 4.611824 125.319799
2025-05-04 0.080588 0.130380 0.227934 0.472763 1.288950 6.076527 540.679178
2025-05-11 0.078420 0.128472 0.228619 0.488491 1.410524 7.719498 6151.297836
2025-05-18 0.075214 0.124302 0.223982 0.488865 1.472479 9.062623 NaN
2025-05-25 0.070106 0.116087 0.209767 0.460047 1.399177 8.855678 NaN
2025-06-01 0.066706 0.111046 0.202200 0.449337 1.403769 9.619945 NaN
2025-06-08 0.063756 0.106717 0.195864 0.441284 1.418363 10.611638 NaN
2025-06-15 0.062050 0.104762 0.194708 0.448467 1.510120 13.157081 NaN